{"id":"https://openalex.org/W3174368816","doi":"https://doi.org/10.1109/embc46164.2021.9631010","title":"A Weak Monotonicity Based Muscle Fatigue Detection Algorithm for a Short-Duration Poor Posture Using sEMG Measurements","display_name":"A Weak Monotonicity Based Muscle Fatigue Detection Algorithm for a Short-Duration Poor Posture Using sEMG Measurements","publication_year":2021,"publication_date":"2021-11-01","ids":{"openalex":"https://openalex.org/W3174368816","doi":"https://doi.org/10.1109/embc46164.2021.9631010","mag":"3174368816","pmid":"https://pubmed.ncbi.nlm.nih.gov/34891732"},"language":"en","primary_location":{"id":"doi:10.1109/embc46164.2021.9631010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc46164.2021.9631010","pdf_url":null,"source":{"id":"https://openalex.org/S4363607750","display_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024017262","display_name":"Xinliang Guo","orcid":"https://orcid.org/0000-0002-1505-4226"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xinliang Guo","raw_affiliation_strings":["Faculty of Engineering and Information Technology, The University of Melbourne, Parkville, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Information Technology, The University of Melbourne, Parkville, VIC, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053733933","display_name":"Lei L\u00fc","orcid":"https://orcid.org/0000-0001-9139-8955"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lei Lu","raw_affiliation_strings":["Department of Engineering Science, Institute of Biomedical Engineering, University of Oxford, Oxford, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering Science, Institute of Biomedical Engineering, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004363700","display_name":"Mark Robinson","orcid":"https://orcid.org/0000-0002-4115-1193"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mark Robinson","raw_affiliation_strings":["Faculty of Engineering and Information Technology, The University of Melbourne, Parkville, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Information Technology, The University of Melbourne, Parkville, VIC, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078570390","display_name":"Ying Tan","orcid":"https://orcid.org/0000-0001-8495-0246"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ying Tan","raw_affiliation_strings":["Faculty of Engineering and Information Technology, The University of Melbourne, Parkville, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Information Technology, The University of Melbourne, Parkville, VIC, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016517940","display_name":"Kusal Goonewardena","orcid":null},"institutions":[{"id":"https://openalex.org/I2802464748","display_name":"Sports Medicine Australia","ror":"https://ror.org/04zbaa003","country_code":"AU","type":"education","lineage":["https://openalex.org/I2802464748"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kusal Goonewardena","raw_affiliation_strings":["Elite Akademy Sports Medicine, Parkville, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Elite Akademy Sports Medicine, Parkville, VIC, Australia","institution_ids":["https://openalex.org/I2802464748"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004224258","display_name":"Denny Oetomo","orcid":"https://orcid.org/0000-0002-2680-6489"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Denny Oetomo","raw_affiliation_strings":["Faculty of Engineering and Information Technology, The University of Melbourne, Parkville, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Information Technology, The University of Melbourne, Parkville, VIC, Australia","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9332,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.84395927,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"2021","issue":null,"first_page":"2238","last_page":"2241"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10338","display_name":"Advanced Sensor and Energy Harvesting Materials","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9783999919891357,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/muscle-fatigue","display_name":"Muscle fatigue","score":0.8505165576934814},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.6859582662582397},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5732976794242859},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5695536136627197},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5678958892822266},{"id":"https://openalex.org/keywords/monotonic-function","display_name":"Monotonic function","score":0.5589305758476257},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.48076459765434265},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44183456897735596},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4395086467266083},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.41399601101875305},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39739498496055603},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22612661123275757},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.20585501194000244},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1760576069355011},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.06725281476974487}],"concepts":[{"id":"https://openalex.org/C2776874296","wikidata":"https://www.wikidata.org/wiki/Q6940317","display_name":"Muscle fatigue","level":3,"score":0.8505165576934814},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.6859582662582397},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5732976794242859},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5695536136627197},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5678958892822266},{"id":"https://openalex.org/C72169020","wikidata":"https://www.wikidata.org/wiki/Q194404","display_name":"Monotonic function","level":2,"score":0.5589305758476257},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.48076459765434265},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44183456897735596},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4395086467266083},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.41399601101875305},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39739498496055603},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22612661123275757},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.20585501194000244},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1760576069355011},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.06725281476974487},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011187","descriptor_name":"Posture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011187","descriptor_name":"Posture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011187","descriptor_name":"Posture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018482","descriptor_name":"Muscle, Skeletal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018482","descriptor_name":"Muscle, Skeletal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018482","descriptor_name":"Muscle, Skeletal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018763","descriptor_name":"Muscle Fatigue","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018763","descriptor_name":"Muscle Fatigue","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018763","descriptor_name":"Muscle Fatigue","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc46164.2021.9631010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc46164.2021.9631010","pdf_url":null,"source":{"id":"https://openalex.org/S4363607750","display_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:34891732","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34891732","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:ora.ox.ac.uk:uuid:050ed959-0828-4190-af1a-1c9dadd3b482","is_oa":false,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:050ed959-0828-4190-af1a-1c9dadd3b482","pdf_url":null,"source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symplectic Elements","raw_type":"Conference item"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"No poverty","score":0.800000011920929,"id":"https://metadata.un.org/sdg/1"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2041039151","https://openalex.org/W2054093591","https://openalex.org/W2066147696","https://openalex.org/W2090768274","https://openalex.org/W2123761375","https://openalex.org/W2126866431","https://openalex.org/W2137247767","https://openalex.org/W2150221351","https://openalex.org/W2158757324","https://openalex.org/W2802739709","https://openalex.org/W2804301333","https://openalex.org/W2964315837","https://openalex.org/W3016463621","https://openalex.org/W3091855976","https://openalex.org/W3097658836","https://openalex.org/W3098308927","https://openalex.org/W6776111731"],"related_works":["https://openalex.org/W2534579942","https://openalex.org/W2170492757","https://openalex.org/W2470063585","https://openalex.org/W1892004929","https://openalex.org/W2553149056","https://openalex.org/W2013199111","https://openalex.org/W1790732178","https://openalex.org/W2363387134","https://openalex.org/W2486143720","https://openalex.org/W4294218678"],"abstract_inverted_index":{"Muscle":[0],"fatigue":[1,32,84,110,131],"is":[2,46],"usually":[3,51],"defined":[4],"as":[5,38,133],"a":[6,55,59,121,139],"decrease":[7],"in":[8,101,111,129],"the":[9,68,75,92,102,112,136],"ability":[10],"to":[11,23,66,81,106],"produce":[12],"force.":[13],"The":[14],"surface":[15],"electromyography":[16],"(sEMG)":[17],"signals":[18,53],"have":[19],"been":[20,99],"widely":[21],"used":[22],"provide":[24],"information":[25],"about":[26],"muscle":[27,31,83,109,130],"activities":[28],"including":[29],"detecting":[30],"by":[33,135],"various":[34],"data-driven":[35],"techniques":[36],"such":[37],"machine":[39],"learning":[40],"and":[41,58,117],"statistical":[42],"approaches.":[43],"However,":[44],"it":[45,64],"well-known":[47],"that":[48],"sEMGs":[49],"are":[50],"weak":[52,95],"with":[54],"smaller":[56],"amplitude":[57],"lower":[60],"signal-to-noise":[61],"ratio,":[62],"making":[63],"difficult":[65],"apply":[67],"traditional":[69],"signal":[70],"processing":[71],"techniques.":[72],"In":[73],"particular,":[74],"existing":[76],"methods":[77],"cannot":[78],"work":[79,90],"well":[80],"detect":[82,108],"coming":[85],"from":[86],"static":[87,140],"poses.":[88],"This":[89],"exploits":[91],"concept":[93],"of":[94,104,114,138],"monotonicity,":[96],"which":[97],"has":[98,125],"observed":[100],"process":[103],"fatigue,":[105],"robustly":[107],"presence":[113],"measurement":[115],"noises":[116],"human":[118],"variations.":[119],"Such":[120],"population":[122],"trend":[123],"methodology":[124],"shown":[126],"its":[127],"potential":[128],"detection":[132],"demonstrated":[134],"experiment":[137],"pose.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
